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17 search results found

Awesome Network Embedding ⭐ 2,218

A curated list of network embedding techniques.

Awesome Deep Community Detection ⭐ 397

Deep and conventional community detection related papers, implementations, datasets, and tools.

Representation Learning On Heterogeneous Graph ⭐ 178

Representation-Learning-on-Heterogeneous-Graph

Graph Embedding Evaluation / Code and Datasets for "Graph Embedding on Biomedical Networks: Methods, Applications, and Evaluations" (Bioinformatics 2020)

Pytorch Agnn ⭐ 94

Pytorch implementation of the Attention-based Graph Neural Network(AGNN)

ConMask model described in paper Open-world Knowledge Graph Completion.

CTGCN: k-core based Temporal Graph Convolutional Network for Dynamic Graphs (accepted by IEEE TKDE in 2020) https://ieeexplore.ieee.org/document/9240056

Source Code for IJCAI 2018 paper "Scalable Multiplex Network Embedding"

Source code for AAAI 2019 paper "Relation Structure-Aware Heterogeneous Information Network Embedding"

The reference implementation of FEATHER from the CIKM '20 paper "Characteristic Functions on Graphs: Birds of a Feather, from Statistical Descriptors to Parametric Models".

Source code for CIKM 2019 paper "Temporal Network Embedding with Micro- and Macro-dynamics"

Code of the paper "Enhancing Network Embedding with Auxiliary Information: An Explicit Matrix Factorization Perspective"

the Implementation of "Structural Deep Embedding for Hyper-Networks"（AAA20I8）

Resolutions 2019 ⭐ 16

A list of data mining and machine learning papers that I implemented in 2019.

Python package for the paper "Inductive Document Network Embedding with Topic-Word Attention" (https://arxiv.org/pdf/2001.03369.pdf)

Cikm18 Lcva ⭐ 12

Code for CIKM'18 paper, Linked Causal Variational Autoencoder for Inferring Paired Spillover Effects.

Extended Simgnn ⭐ 11

A PyTorch Geometric implementation of SimGNN with some extensions.

Python package for the paper "Global Vectors for Node Representation" (https://arxiv.org/pdf/1902.11004.pdf)

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